The Parallel Optoelectronic Reservoir Computing Based Nonlinear Channel Equalization

• The optoelectronic reservoir computing (RC) is considered as a promising optical signal processing technique for nonlinear channel equalization. In this paper, a parallel optoelectronic RC scheme with a dual-polarization Mach- Zehnder modulator (DPol-MZM) is proposed and demonstrated numerically. The nonlinear channel equalization performance is greatly enhanced compared with the traditional optoelectronic RC scheme and Volterra-based DSP scheme, since the nonlinear dynamics of RC are enriched from the dual-polarization methodology. Besides, the system efficiency is improved with a single DPol-MZM.

Ämnesord

TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik -- Signalbehandling (hsv//swe)

ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering -- Signal Processing (hsv//eng)

NATURVETENSKAP  -- Fysik -- Atom- och molekylfysik och optik (hsv//swe)

NATURAL SCIENCES  -- Physical Sciences -- Atom and Molecular Physics and Optics (hsv//eng)

Nyckelord

Nonlinear channel equalization

optical transmission

optoelectronic

reservoir computing

Equalizers

Light modulators

Nonlinear optics

Polarization

Computing scheme

Dual-polarizations

Mach Zehnder modulator

Nonlinear channels equalization

Optical signal-processing

Signal processing technique

System efficiency

Volterra

Light transmission

Publikations- och innehållstyp

ref (ämneskategori)

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